Bangel Leverage Physics Lab - IF / HOW / THEN logic
Bangel Leverage Physics Lab / Teal
MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida
IF / HOW / THEN CONTRACT
IF
A learner selects video and supplies a supported calibration or tracking observation.
HOW
Compute the documented measurements from actual inputs and label manual timestamps, coordinates and inaccessible embedded frames.
THEN
Explain the derived educational measurement without implying automated film evidence.
TYPED EVIDENCE
- VideoReference — local or embedded source
- FieldCalibration — landmarks and coordinate transform
- TrackedPoint — time, position and confidence
- EducationalReceipt — calculation and limitations
FAILURE AND MISSINGNESS
Preserve UNKNOWN separately from zero and source identity separately from truth. Missing required evidence remains a typed error or HOLD under the named profile. Failed permission remains DENY.
PROJECT CHALLENGE
Change field calibration while holding pixel tracks constant; show its effect on distance and speed, preserving uncertainty and reproducible timing.
RECONCILIATION
Append later results or discrepancies to the original evidence; do not rewrite a prediction into an earlier observation.
DISCOVERY NAMES
Physics-Based Play Analysis
These names aid search; current compiler naming remains Elsa.
SOURCE STATUS AND LIMITS
Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun.
Recovered status: historical_report_not_fresh_verification.
Historical separate alpha; YouTube review used manual timestamps and coordinates, with no automatic access to embedded video frames. Historical evidence has not been rerun in this discovery pass.
SOURCE REFERENCES
PUBLIC SOURCE NOTE
Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun. This edition publishes the reconciled project description, without redistributing private messages or unverified release URLs.